i. At What Price are the laptops actually selling ?

We can interpret this boxplot as the mean or median retail price of the 2018 Computer Dataset, click on the white sphere to get the mean !

## [1] "Last Recorded Prices are 406 USD and 530 USD on the same Day with a mean of 468 USD"

Here is given the last recorded prices for 2018

ii.Does price change with time?

Those Plot shows different aggregations levels, can be used depending on the analysis we want, thus the granularity need.

iii. Are prices consistent across retail outlets?

Each box plots belongs to a specific stores, we can see a common trend across all stores in 2018

Looking at times series, we can see that not all stores have the same time trend, but most of them do.

iv. How does price change with configuration?

FALSE `geom_smooth()` using method = 'gam' and formula 'y ~ s(x, bs = "cs")'

Using an smooth approximator, we can see two differents trends, first a rapid increase in price while being at low configurations, and then the slope tend to stay constant and low, ending with a increase with highest configurations.

i. Where are the stores and customers locatd?

Enjoy looking at each stores and customers in London UK ! You can find there exact location by clicking on them !

ii. Which stores are selling the most?

The following barplots show two ways of analyzing the stores sales results: by the number of transactions or the sales revenues they each generated during 2018.

iii. How far would customers travel to buy a laptop ?

iv. How far would customers travel to buy a laptop ? - Alternative

Each Unique Customer can be found here, scroll down and see the distance they need to travel to get to their store.

i. How do the sales volume in each store relate to Acell’s revenues?

You can see the proportional revenues participation of each stores in 2018.

ii. How does this relationship depend on the configuration?

i. What are the details of each configuration? How does this relate to price?

ii. Do all stores sell all configurations?

With this multiple facets barplots, you can spot which configuration is less or not sold depending on the store.